------------------------------------------------------------------------------------------------------------------------------------------
      name:  <unnamed>
       log:  E:\REStat_MS14767_Vol96(2)\Data preparation Compustat\patentvars.log
  log type:  text
 opened on:  18 Dec 2014, 16:39:09

. *-----------------------------------------------------------------
. 
. *****************************************************************
. *** from compustat_master_all_countries.dta to                  *
. *** clean_compustat_master.dta                                  *
. *** This file creates the variable S by taking patent infos and *
. *** r&d-expenditure together.                                   *
. *** 2,500,000 entries remain in the patent data.                *
. *****************************************************************
. 
. **********************
. *In this part, patent data and compustat data are merged
. ***********************
. 
. use "raw data\apat63_99.dta"

. so assignee

. drop if gyear<1969
(349072 observations deleted)

. 
. merge assignee using "patent files\cusipnamemerged_red.dta"
variable assignee does not uniquely identify observations in the master data

. 
. tab _merge 

     _merge |      Freq.     Percent        Cum.
------------+-----------------------------------
          1 |  1,925,439       74.78       74.78
          3 |    649,411       25.22      100.00
------------+-----------------------------------
      Total |  2,574,850      100.00

. 
. **********************************************************
. *
. *      _merge |      Freq.     Percent        Cum.
. * ------------+-----------------------------------
. *           1 |  1,925,439       74.78       74.78
. *           3 |    649,411       25.22      100.00
. * ------------+-----------------------------------
. *       Total |  2,574,850      100.00
. *************************************************************
. 
. keep if _merge==3
(1925439 observations deleted)

. drop _merge

. 
. *************************
. * Check observations
. count if assignee!=assignee[_n-1]
 3590

. * must give number around 3590
. ***************************
. 
. *********************************
. * Here some vars are generated
. * If some further patent informationshall be kept, 
. * the egen-line can easily be copied for each variable.
. ***************************
. 
. rename gyear year

. so ticker year

. drop if ticker==""
(97729 observations deleted)

. gen t=1

. label var t "counting variable"

. egen numpatentsy=sum(t), by(ticker year) 

. label var numpatentsy "number of patents in a certain year"

. egen claimsy=sum(claims), by(ticker year) 

. label var claimsy "sum of claims in a certain year"

. gen avclaims=claimsy/numpatentsy

. label var avclaims "claimsy divided by numpatentsy"

. drop t

. 
. /*
> 
> ********************************************************
> * we generate the patent stock, lagged vars
> ********************************************************
> 
> by ticker: gen yearweight=year[_n+1]-year if year!=year[_n+1]
> gen xxx=numpatentsy
> replace xxx=0 if xxx==.
> so ticker year
> by ticker: gen patents=xxx+xxx[_n-1]*(1-0.15)^yearweight if year!=year[_n-1]
> label var patents "patentstock, depreciated"
> drop xxx
> replace patents=patents[_n-1] if year==year & ticker==ticker[_n-1] & patents==.
> replace patents=0 if patents==.
> so ticker year
> by ticker: gen patents_t_1=patents[_n-1]
> label var patents_t_1 "lagged patentstock, lag 1"
> by ticker: gen patents_t_2=patents[_n-2]
> label var patents_t_1 "lagged patentstock, lag 2"
> by ticker: gen patents_t_3=patents[_n-3]
> label var patents_t_1 "lagged patentstock, lag 3"
> by ticker: gen patents_t_4=patents[_n-4]
> label var patents_t_1 "lagged patentstock, lag 4"
> 
> */
. 
. *********************************************************
. * creating a panel
. *********************************************************
. 
. save "patent files\apat69_99_cusip.dta", replace
file patent files\apat69_99_cusip.dta saved

. drop if year>1998
(28031 observations deleted)

. save "patent files\apat69_98_cusip.dta", replace
file patent files\apat69_98_cusip.dta saved

. drop if year>1997
(27439 observations deleted)

. save "patent files\apat69_97_cusip.dta", replace
file patent files\apat69_97_cusip.dta saved

. drop if year>1996
(21113 observations deleted)

. save "patent files\apat69_96_cusip.dta", replace
file patent files\apat69_96_cusip.dta saved

. drop if year>1995
(22080 observations deleted)

. save "patent files\apat69_95_cusip.dta", replace
file patent files\apat69_95_cusip.dta saved

. drop if year>1994
(20297 observations deleted)

. save "patent files\apat69_94_cusip.dta", replace
file patent files\apat69_94_cusip.dta saved

. drop if year>1993
(20759 observations deleted)

. save "patent files\apat69_93_cusip.dta", replace
file patent files\apat69_93_cusip.dta saved

. drop if year>1992
(20042 observations deleted)

. save "patent files\apat69_92_cusip.dta", replace
file patent files\apat69_92_cusip.dta saved

. drop if year>1991
(19448 observations deleted)

. save "patent files\apat69_91_cusip.dta", replace
file patent files\apat69_91_cusip.dta saved

. drop if year>1990
(19086 observations deleted)

. save "patent files\apat69_90_cusip.dta", replace
file patent files\apat69_90_cusip.dta saved

. drop if year>1989
(17754 observations deleted)

. save "patent files\apat69_89_cusip.dta", replace
file patent files\apat69_89_cusip.dta saved

. drop if year>1988
(19012 observations deleted)

. save "patent files\apat69_88_cusip.dta", replace
file patent files\apat69_88_cusip.dta saved

. drop if year>1987
(15855 observations deleted)

. save "patent files\apat69_87_cusip.dta", replace
file patent files\apat69_87_cusip.dta saved

. drop if year>1986
(17333 observations deleted)

. save "patent files\apat69_86_cusip.dta", replace
file patent files\apat69_86_cusip.dta saved

. 
. forvalues z=86/99 {
  2. use "patent files\apat69_`z'_cusip.dta", clear
  3. egen t=group(cusip)
  4. egen T=max(t)
  5. replace T=T+1
  6. drop t
  7. 
. order cusip
  8. so cusip
  9. 
. gen k=0
 10. replace k=1  if subcat==11       
 11. replace k=2  if subcat==12       
 12. replace k=3  if subcat==13       
 13. replace k=4  if subcat==14       
 14. replace k=5  if subcat==15       
 15. replace k=6  if subcat==19       
 16. replace k=7  if subcat==21       
 17. replace k=8  if subcat==22       
 18. replace k=9  if subcat==23       
 19. replace k=10 if subcat==24       
 20. replace k=11 if subcat==31       
 21. replace k=12 if subcat==32       
 22. replace k=13 if subcat==33       
 23. replace k=14 if subcat==39       
 24. replace k=15 if subcat==41       
 25. replace k=16 if subcat==42       
 26. replace k=17 if subcat==43       
 27. replace k=18 if subcat==44       
 28. replace k=19 if subcat==45       
 29. replace k=20 if subcat==46       
 30. replace k=21 if subcat==49       
 31. replace k=22 if subcat==51       
 32. replace k=23 if subcat==52       
 33. replace k=24 if subcat==53       
 34. replace k=25 if subcat==54       
 35. replace k=26 if subcat==55       
 36. replace k=27 if subcat==59       
 37. replace k=28 if subcat==61       
 38. replace k=29 if subcat==62       
 39. replace k=30 if subcat==63       
 40. replace k=31 if subcat==64       
 41. replace k=32 if subcat==65       
 42. replace k=33 if subcat==66       
 43. replace k=34 if subcat==67       
 44. replace k=35 if subcat==68       
 45. replace k=36 if subcat==69 
 46. 
. gen t=1
 47. egen ct=sum(t), by(cusip k)
 48. drop t year appyear nclass cat subcat patent
 49. so cusip k
 50. drop if cusip==cusip[_n+1] & k==k[_n+1]
 51. 
. gen kk1 =ct
 52. gen kk2 =ct
 53. gen kk3 =ct
 54. gen kk4 =ct
 55. gen kk5 =ct
 56. gen kk6 =ct
 57. gen kk7 =ct
 58. gen kk8 =ct
 59. gen kk9 =ct
 60. gen kk10=ct
 61. gen kk11=ct
 62. gen kk12=ct
 63. gen kk13=ct
 64. gen kk14=ct
 65. gen kk15=ct
 66. gen kk16=ct
 67. gen kk17=ct
 68. gen kk18=ct
 69. gen kk19=ct
 70. gen kk20=ct
 71. gen kk21=ct
 72. gen kk22=ct
 73. gen kk23=ct
 74. gen kk24=ct
 75. gen kk25=ct
 76. gen kk26=ct
 77. gen kk27=ct
 78. gen kk28=ct
 79. gen kk29=ct
 80. gen kk30=ct
 81. gen kk31=ct
 82. gen kk32=ct
 83. gen kk33=ct
 84. gen kk34=ct
 85. gen kk35=ct
 86. gen kk36=ct
 87. 
. drop if cusip=="."
 88. 
. egen id=group(cusip k)
 89. 
. ************************
. * Dataset is reshaped here
. ************************
. 
. reshape long kk, i(id) j(j)
 90. drop id
 91. 
. replace kk=0 if j~=k
 92. 
. so cusip j kk
 93. drop if cusip==cusip[_n+1] & j==j[_n+1]                       
 94. drop k ct
 95. 
. ****************************
. * Dataset is reshaped again
. *************************
. 
. egen id=group(cusip j)
 96. reshape wide kk, i(id) j(j)
 97. drop id
 98. 
. forvalues i=1/36 {
 99. egen k`i'=max(kk`i'), by(cusip)
100. drop kk`i'
101. }
102. 
. count if cusip==cusip[_n-1]
103. drop if cusip==cusip[_n-1]
104. 
. ************************************
. * Here we start bulding the variable
. ********************************
. 
. set matsize 5000
105. 
. ******************************
. * The patent distribution information for all firms is stored in one matrix M, where each
. * row of the matrix gives the patent distribution of one firm. The dimensions of the matrix
. * is N*36, where N is the number of firms in the dataset
. *****************************
. 
. mkmat k1 k2 k3 k4 k5 k6 k7 k8 k9 k10 k11 k12 k13 k14 k15 k16 k17 k18 k19 k20 k21 k22 k23 k24 k25 k26 k27 k28 k29 k30 k31 k32 k33 k34 k35
>  k36, matrix(M)
106. 
. ******************************
. * The matrix MS is calculated. it is the product of M with its transpose. The resulting matrix
. * will be a square matrix of dimension N*N. Each element of the matrix will be equal to 
. * the inner product of a pair of firms' patent-distribution-vectors, where the diagonal
. * elements are the inner product of one firm's patent distribution with itself, and they
. * are thus sums of squares. The latter elements are stored in the row vector d.
. *****************************
. 
. matrix MS=M*M'
107. matrix d=vecdiag(MS)
108. 
. *****************************
. * The outer product of the vector of sums of squares (d) is stored as the N*N matrix D.
. * Each element of the matrix will thus be equal to the product of two sums of squares.
. *******************************
. 
. matrix D=d'*d
109. 
. egen id=group(cusip)
110. 
. ****************************
. * The colums of the matrices MS and D are stored as variables, so that functions can
. * be applied to the single elements of the matrices.
. ************************
. 
. svmat D
111. svmat MS
112. 
. **************************
. * The following loop first takes the square root of each observation in each D-variable
. * (i.e. of each element in matrix D). Now all elemnts of MS and D that have the same
. * position (row i, column j) constitute, respectively, the numerator and the denominator
. * for an uncentered correlation coeffecient between the patent distributions of firms
. * i and j. Thus, a fraction of each of these pairs is calculated and stored in MS
. * which now constitutes a correlation matrix for ALL firms, only that the diagonal 
. * elements (which are 1) are set to zero, as, later on, a firms own r&d expenditures
. * are not supposed to enter its potential spillover pool.
. ************************************
. 
. local i=1
113. while `i'<T {
114. replace D`i'=sqrt(D`i')
115. replace MS`i'=MS`i'/D`i'
116. drop D`i'
117. replace MS`i'=0 if id==`i'
118. local i=`i'+1
119. }
120. 
. ************************************
. * In the following loop, for each row of the technological correlation matrix MS
. * (which refers to one firm), all elements are set to zero which measure the technology
. * correletion between the firm and another firm that does NOT belong to the same
. * SIC4 industry. This procedure could be applied to any groups of firms, i.e. 
. * firms belonging to the same SIC2/SIC3 industry, or the group of insiders and 
. * outsiders of one rjv as we defined them.
. **************************************
. 
. egen id_sic=group(sic4)
121. local i=1
122. while `i'<T {
123. gen n=id_sic if id==`i'
124. egen nn=max(n)
125. replace MS`i'=0 if id_sic~=nn
126. drop n nn
127. local i=`i'+1
128. }
129. 
. save "patent files\proximity86_`z'.dta", replace
130. }
(283433 real changes made)
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(272553 observations deleted)
(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    10880   ->  391680
Number of variables                  63   ->      29
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(380800 real changes made)
(344808 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    46872   ->   46872
Number of variables                  27   ->      61
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
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file patent files\proximity86_86.dta saved
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    11319   ->  407484
Number of variables                  63   ->      29
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    48600   ->   48600
Number of variables                  27   ->      61
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
47250
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file patent files\proximity86_87.dta saved
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(304949 observations deleted)
(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    11672   ->  420192
Number of variables                  63   ->      29
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(408520 real changes made)
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    49716   ->   49716
Number of variables                  27   ->      61
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
48335
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file patent files\proximity86_88.dta saved
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(323552 observations deleted)
(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    12081   ->  434916
Number of variables                  63   ->      29
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(422835 real changes made)
(383796 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    51120   ->   51120
Number of variables                  27   ->      61
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
49700
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file patent files\proximity86_89.dta saved
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(340987 observations deleted)
(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    12400   ->  446400
Number of variables                  63   ->      29
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(434000 real changes made)
(394344 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    52056   ->   52056
Number of variables                  27   ->      61
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
50610
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    12699   ->  457164
Number of variables                  63   ->      29
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    53172   ->   53172
Number of variables                  27   ->      61
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    12992   ->  467712
Number of variables                  63   ->      29
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    53820   ->   53820
Number of variables                  27   ->      61
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    13264   ->  477504
Number of variables                  63   ->      29
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    54252   ->   54252
Number of variables                  27   ->      61
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
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file patent files\proximity86_93.dta saved
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(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    13549   ->  487764
Number of variables                  63   ->      29
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(474215 real changes made)
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    54432   ->   54432
Number of variables                  27   ->      61
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
52920
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file patent files\proximity86_94.dta saved
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(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    13761   ->  495396
Number of variables                  63   ->      29
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    54432   ->   54432
Number of variables                  27   ->      61
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
52920
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file patent files\proximity86_95.dta saved
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(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    13978   ->  503208
Number of variables                  63   ->      29
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(489230 real changes made)
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    54432   ->   54432
Number of variables                  27   ->      61
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
52920
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file patent files\proximity86_96.dta saved
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(482061 observations deleted)
(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    14151   ->  509436
Number of variables                  63   ->      29
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(495285 real changes made)
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(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    54432   ->   54432
Number of variables                  27   ->      61
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
52920
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file patent files\proximity86_97.dta saved
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(509279 observations deleted)
(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    14372   ->  517392
Number of variables                  63   ->      29
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(503020 real changes made)
(462960 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    54432   ->   54432
Number of variables                  27   ->      61
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
52920
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file patent files\proximity86_98.dta saved
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(537095 observations deleted)
(0 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                    14587   ->  525132
Number of variables                  63   ->      29
j variable (36 values)                    ->   j
xij variables:
                       kk1 kk2 ... kk36   ->   kk
-----------------------------------------------------------------------------
(510545 real changes made)
(470700 observations deleted)
(note: j = 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36)

Data                               long   ->   wide
-----------------------------------------------------------------------------
Number of obs.                    54432   ->   54432
Number of variables                  27   ->      61
j variable (36 values)                j   ->   (dropped)
xij variables:
                                     kk   ->   kk1 kk2 ... kk36
-----------------------------------------------------------------------------
52920
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(940 real changes made)
file patent files\proximity86_99.dta saved

. 
. **************************
. * The information on r&d-expenditures from the compustat data is isolated.
. ****************************
. 
. use "clean_compustat_master.dta", clear

. keep  ticker name countryinc year rdexpense CUSIP

. rename CUSIP cusip

. so cusip year

. drop if rdexpense==.
(278202 observations deleted)

. 
. save "patent files\clean_compustat_master_rd.dta", replace
file patent files\clean_compustat_master_rd.dta saved

. 
. *******************************
. * The r&d information is seperated into year specific datasets. Observations
. * where are r&d-expenditures are not observed are DROPPED. I.e., whenever the r&d-expenditure
. * variable takes on the value zero, this means that zero expenditures are actually
. * OBSERVED.
. *******************************
. 
. forvalues z=86/99 {
  2. use "patent files\clean_compustat_master_rd.dta", clear
  3. keep if year==19`z' & rdexpense~=. 
  4. save "patent files\clean_compustat_master_rd`z'.dta",replace
  5. }
(55030 observations deleted)
file patent files\clean_compustat_master_rd86.dta saved
(54292 observations deleted)
file patent files\clean_compustat_master_rd87.dta saved
(54350 observations deleted)
file patent files\clean_compustat_master_rd88.dta saved
(54369 observations deleted)
file patent files\clean_compustat_master_rd89.dta saved
(54339 observations deleted)
file patent files\clean_compustat_master_rd90.dta saved
(54197 observations deleted)
file patent files\clean_compustat_master_rd91.dta saved
(53949 observations deleted)
file patent files\clean_compustat_master_rd92.dta saved
(53677 observations deleted)
file patent files\clean_compustat_master_rd93.dta saved
(53395 observations deleted)
file patent files\clean_compustat_master_rd94.dta saved
(52756 observations deleted)
file patent files\clean_compustat_master_rd95.dta saved
(52540 observations deleted)
file patent files\clean_compustat_master_rd96.dta saved
(52598 observations deleted)
file patent files\clean_compustat_master_rd97.dta saved
(52302 observations deleted)
file patent files\clean_compustat_master_rd98.dta saved
(52306 observations deleted)
file patent files\clean_compustat_master_rd99.dta saved

. 
. **********************************
. * Now, for each year, the dataset containing the correlation matrices are merged
. * with the r&d-expenditure information. What makes the issue tricky is that 
. * firms are potentially observed in the correlation-matrix data set stemming from 
. * the patent data that are not observed in the r&d-expenditure dataset because the 
. * variable was not observed in compustat for these firms. In such cases, not only
. * the corresponding row for the firm must be dropped, but also the corresponding
. * column. New id's must be assigned in order not to mess up the order
. * of rows and columns.
. ************************************
. 
. 
. 
. set more off

. forvalues z=86/99 {
  2. use "patent files\proximity86_`z'.dta", clear
  3. so cusip
  4. merge cusip using "patent files\clean_compustat_master_rd`z'.dta"
  5. drop if _merge==2
  6. egen id_new=group(cusip) if _merge==3
  7. egen u=group(cusip) if _merge==1
  8. egen tt=max(u)
  9. replace tt=tt+1
 10. local f=1
 11. while `f'<tt {
 12. gen dro=id if u==`f'
 13. egen dropp=max(dro)
 14. local dr=dropp
 15. drop MS`dr'
 16. drop dro dropp
 17. local f=`f'+1
 18. }
 19. local f=1
 20. drop tt u
 21. egen tt=max(id_new)
 22. replace tt=tt+1
 23. while `f'<tt {
 24. gen p=id_new if id_new==`f'
 25. egen s=max(p)
 26. drop p
 27. local p=s
 28. drop s
 29. gen q=id if id_new==`f'
 30. egen r=max(q)
 31. drop q
 32. local q=r
 33. drop r
 34. rename MS`q' MS`p'a
 35. rename MS`p'a MS`p'
 36. 
. local f=`f'+1
 37. }
 38. drop if _merge==1
 39. drop _merge
 40. local m=tt-1
 41. mkmat MS1-MS`m', matrix(MM)
 42. mkmat rdexpense, matrix(rd)
 43. matrix S`z'=MM*rd
 44. svmat S`z'
 45. rename S`z'1 S`z'
 46. save "patent files\spillover_pool_`z'.dta", replace
 47. }
(1979 observations deleted)
(611 missing values generated)
(691 missing values generated)
(1302 real changes made)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
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(1301 missing values generated)
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(1301 missing values generated)
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(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
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(1301 missing values generated)
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(1301 missing values generated)
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(1301 missing values generated)
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(1301 missing values generated)
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(1301 missing values generated)
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(1301 missing values generated)
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(1301 missing values generated)
(1301 missing values generated)
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(1301 missing values generated)
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(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
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(1301 missing values generated)
(1301 missing values generated)
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(1301 missing values generated)
(1301 missing values generated)
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(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
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(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
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(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
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(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
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(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1302 real changes made)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
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(1301 missing values generated)
(1301 missing values generated)
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(1301 missing values generated)
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(1301 missing values generated)
(1301 missing values generated)
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(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
(1301 missing values generated)
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(611 observations deleted)
file patent files\spillover_pool_86.dta saved
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(560 observations deleted)
file patent files\spillover_pool_87.dta saved
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(605 observations deleted)
file patent files\spillover_pool_88.dta saved
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(668 observations deleted)
file patent files\spillover_pool_89.dta saved
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(710 observations deleted)
file patent files\spillover_pool_90.dta saved
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(1476 missing values generated)
(1476 missing values generated)
(1476 missing values generated)
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(1476 missing values generated)
(1476 missing values generated)
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(738 observations deleted)
file patent files\spillover_pool_91.dta saved
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(754 observations deleted)
file patent files\spillover_pool_92.dta saved
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(1506 missing values generated)
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(771 observations deleted)
file patent files\spillover_pool_93.dta saved
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(802 observations deleted)
file patent files\spillover_pool_94.dta saved
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(829 observations deleted)
file patent files\spillover_pool_95.dta saved
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file patent files\spillover_pool_96.dta saved
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(886 observations deleted)
file patent files\spillover_pool_97.dta saved
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file patent files\spillover_pool_98.dta saved
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(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
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(1511 missing values generated)
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(1511 missing values generated)
(1511 missing values generated)
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(1511 missing values generated)
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(1511 missing values generated)
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(1511 missing values generated)
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(1511 missing values generated)
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(1511 missing values generated)
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(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
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(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
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(1511 missing values generated)
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(1511 missing values generated)
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(1511 missing values generated)
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(1511 missing values generated)
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(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(1511 missing values generated)
(983 observations deleted)
file patent files\spillover_pool_99.dta saved

. 
. forvalues z=86/99 {
  2. use "patent files\spillover_pool_`z'.dta", clear
  3. keep S`z' year T cusip ticker numpatentsy claimsy avclaims
  4. save "patent files\spillover_pool_`z'_red.dta", replace
  5. }
file patent files\spillover_pool_86_red.dta saved
file patent files\spillover_pool_87_red.dta saved
file patent files\spillover_pool_88_red.dta saved
file patent files\spillover_pool_89_red.dta saved
file patent files\spillover_pool_90_red.dta saved
file patent files\spillover_pool_91_red.dta saved
file patent files\spillover_pool_92_red.dta saved
file patent files\spillover_pool_93_red.dta saved
file patent files\spillover_pool_94_red.dta saved
file patent files\spillover_pool_95_red.dta saved
file patent files\spillover_pool_96_red.dta saved
file patent files\spillover_pool_97_red.dta saved
file patent files\spillover_pool_98_red.dta saved
file patent files\spillover_pool_99_red.dta saved

. 
. use "patent files\spillover_pool_86_red.dta", clear

. forvalues z=87/99 {
  2. append using "patent files\spillover_pool_`z'_red.dta"
  3. }

. 
. gen S=.
(9758 missing values generated)

. forvalues z=86/99 {
  2. replace S=S`z' if S`z'~=.
  3. drop S`z'
  4. }
(691 real changes made)
(790 real changes made)
(776 real changes made)
(752 real changes made)
(736 real changes made)
(739 real changes made)
(741 real changes made)
(736 real changes made)
(710 real changes made)
(683 real changes made)
(659 real changes made)
(626 real changes made)
(590 real changes made)
(529 real changes made)

. 
. label var S "spillover variable, patents"

. 
. so ticker year

. save "patent files\spillover_pool_panel.dta", replace
file patent files\spillover_pool_panel.dta saved

. 
. keep ticker year cusip S numpatentsy claimsy avclaims 

. so cusip year 

. order cusip ticker year

. 
. desc

Contains data from patent files\spillover_pool_panel.dta
  obs:         9,758                          
 vars:             7                          18 Dec 2014 17:00
 size:       341,530                          
------------------------------------------------------------------------------------------------------------------------------------------
              storage   display    value
variable name   type    format     label      variable label
------------------------------------------------------------------------------------------------------------------------------------------
cusip           str9    %9s                   unique identifier in compustat data set
ticker          str8    %9s                   Ticker Symbol
year            int     %10.0g                calender year
numpatentsy     float   %9.0g                 number of patents in a certain year
claimsy         float   %9.0g                 sum of claims in a certain year
avclaims        float   %9.0g                 claimsy divided by numpatentsy
S               float   %9.0g                 spillover variable, patents
------------------------------------------------------------------------------------------------------------------------------------------
Sorted by:  cusip  year
     Note:  dataset has changed since last saved

. 
. save "patentvars.dta", replace
file patentvars.dta saved

. 
. 
. ********************************
. * This resulting data set contains various data on patents and the new variable S.
. * It may now be merged with the whole compustat database.
. *******************************
. 
. log close
      name:  <unnamed>
       log:  E:\REStat_MS14767_Vol96(2)\Data preparation Compustat\patentvars.log
  log type:  text
 closed on:  18 Dec 2014, 17:00:15
------------------------------------------------------------------------------------------------------------------------------------------
